AI Engineer

ĐINH VĂN CƠ

Fresher AI Engineer

Date of Birth: April 15, 2001

Gender: Male

Phone Number: +84-79-593-****

Email: **********@*****.***

Address: Thu Duc City, Ho Chi Minh City

Facebook: facebook.com/vanco01

Education

University of Information Techonology, VNUHCM 2019 – 2023

• Specialization: Data Science

• GPA: 8.79/10

Job Objectives

• Learning and developing my skills in the fields of Computer Vision and Natural Language Processing.

• Working alongside leading experts in these fields to gain a deeper understanding of the latest algorithms, techniques, and technologies.

• Participating in practical projects to apply my knowledge towards problem-solving.

• Contributing to the growth of the company by successfully completing its projects.

• Becoming an expert in these fields in the future. SKills

• Programming Languages: Python C# Java R

• Frameworks and Libraries: Pandas Numpy Matplotlib Seaborn Sklearn Tensorflow PyTorch PySpark BigDL

• Databases: SQL Sever Oracle

• Office Information Technology: MS Office

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ExpeRience

iFactory Company – Information Technology Park, VNUHCM Backend Developer – C# .NET Sep 2020 - Apr 2021

– Using API to synchronize user order information from purchasing and shipping websites to database.

– Displaying order information and status on the interface for user management. Embedded Programming Sep 2020 - Apr 2021

– Researching on electronic components such as Arduino and sensors.

– Applying them for factory operations management. PRojects

The following projects were developed during my studies and knowledge accumulation at university: Natural Language Processing Jun 2021 – Jan 2022

Building the model for answering Yes/No questions on English text. Detecting Spam Reviews on Vietnamese E-commerce Websites [1] (Thesis):

– Building ViSpamReviews dataset for Vietnamese language.

– Applying deep learning models for spam reviews detection.

– Improving performance by integrating metadata into classification models. Computer Vision Oct 2021 – Jan 2022

Application in some classification and object detection problems:

– Classifying poisonous mushrooms from self-collected dataset using deep learning models.

– Recognizing text in natural scene images.

– Recognizing traffic signs on Vietnamese streets.

– Detecting vehicles on Vietnamese streets and estimating their speed. Data Analysis Sep 2021 – Jun 2022

Analyzing and predicting the real estate market in some provinces of Vietnam:

– Building a dataset of real estate in Vietnam and preprocessing data.

– Analyzing and finding out important attributes that affect real estate prices.

– Building machine learning models to predict real estate prices. Hate Speech Detection in real time:

– Training machine learning and distributed deep learning models using the MLLib and BigDL frameworks.

– Collecting comments on social networks and analyzing them continuously.

– Developing a web-based dashboard to display results and provide real-time updates. Page 2 of 3

Recommendation System Oct 2022 – Nov 2022

Book recommendations on Vietnamese e-commerce websites:

– Building a book dataset from Vietnamese e-commerce websites.

– Experimenting and evaluating recommendation system building methods include collaborative filtering and content-based.

– Building a demo application for book recommendations. Application Programming Sep 2020 – Apr 2021

Developing desktop applications using C#.NET:

– Music Player application: designing interface, building music player and song/playlist/user management functions, using Google API to store songs on Google Drive.

– Sales Management application: designing database, loading products from database, building functions for warehouse management, cart management and invoice generation. Developing mobile applications:

– Expense Management application: designing database and user interface, building functions for expense management, account management and data visualization. Hobbies

• Reading books, listening to music and playing games.

• Updating technology news.

• Researching scientific articles in the field of computer science. ScHolaRsHips

• Support To School Scholarship of Youth Newspaper 2019

• Co May Dormitory Scholarship 2019 – 2023

• Mirae Asset Scholarship 2022

Publications

[1] Van Dinh, Co, S. T. Luu, and A. G.-T. Nguyen, “Detecting spam reviews on vietnamese e-commerce websites”, in Intelligent Information and Database Systems, N. T. Nguyen, T. K. Tran, U. Tukayev, T.-P. Hong, B. Trawiński, and E. Szczerbicki, Eds., Springer International Publishing, 2022, pp. 595–607, isbn: 978-3-031-21743-2. [Online]. Available: https://arxiv.org/pdf/2207.14636.pdf.

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